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arXiv · 2406.09814

Eigenvalues of the Hodge Laplacian on digraphs

Alexander Grigor'yan·Yong Lin·S. -T. Yau·Haohang Zhang
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Abstract

This paper aims to compute and estimate the eigenvalues of the Hodge Laplacians on directed graphs. We have devised a new method for computing Hodge spectra with the following two ingredients. (I) We have observed that the product rule does work for the so-called normalized Hodge operator, denoted by $\Delta _{p}^{(a)},$ where $a$ refers to the weight that is used to redefine the inner product in the spaces $\Omega _{p}$. This together with the K\"{u}nneth formula for product allows us to compute inductively the spectra of all normalized Hodge operators $\Delta _{p}^{(a)}$ on Cartesian powers including $n$-cubes and $n$-tori. (II) We relate in a certain way the spectra of $\Delta _{p}$ and $\Delta_{p}^{(a)}$ to those of operators $\mathcal{L}_{p}=\partial ^{\ast }\partial$ also acting on $\Omega _{p}$. Knowing the spectra of $\Delta_{p}^{(a)}$ for all values of $p$, we compute the spectra of $\mathcal{L}_{p} $ and then the spectra of $\Delta _{p}.$ This program yields the spectra of all operators $\Delta _{p}$ on all $n$-cubes and $n$-tori.

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Alexander Grigor'yan, Yong Lin, S. -T. Yau, Haohang Zhang. 2024-06-14. Eigenvalues of the Hodge Laplacian on digraphs. https://doi.org/10.4310/cag.250815152654

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